Learning Free-Form Deformations for 3D Object Reconstruction

29 March 2018

Papers citing "Learning Free-Form Deformations for 3D Object Reconstruction"

36 / 36 papers shown

Title
Is Single-View Mesh Reconstruction Ready for Robotics? Frederik Nolte Bernhard Schölkopf Ingmar Posner 137 0 0 23 May 2025
IE-NeRF: Inpainting Enhanced Neural Radiance Fields in the Wild Shuaixian Wang Haoran Xu Yaokun Li Jiwei Chen Guang Tan 92 3 0 15 Jul 2024
What Makes for Automatic Reconstruction of Pulmonary Segments Kaiming Kuang Li Zhang Jingyuan Li Hongwei Bran Li Jiajun Chen Bo Du Jiancheng Yang 137 9 0 07 Jul 2022
Pop-Out Motion: 3D-Aware Image Deformation via Learning the Shape Laplacian Jihyun Lee Minhyuk Sung Hyun-jung Kim Tae-Kyun Kim 3DH 59 3 0 29 Mar 2022
Towards Self-Supervised Category-Level Object Pose and Size Estimation Yisheng He Haoqiang Fan Haibin Huang Qifeng Chen Jian Sun 93 17 0 06 Mar 2022
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images Tarek Ben Charrada Hedi Tabia A. Chetouani Hamid Laga 3DV 55 0 0 24 Sep 2021
Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence Ronghan Chen Yang Cong Jiahua Dong 3DPC 48 4 0 26 Aug 2021
Learning Free-Form Deformation for 3D Face Reconstruction from In-The-Wild Images Harim Jung Myeong-Seok Oh Seong-Whan Lee 3DH 72 9 0 31 May 2021
D-OccNet: Detailed 3D Reconstruction Using Cross-Domain Learning Minhaj Uddin Ansari Talha Bilal Naeem Akhter 3DV 32 1 0 28 Apr 2021
DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates Minghua Liu Minhyuk Sung R. Měch Hao Su 3DH 81 36 0 18 Feb 2021
Joint Learning of 3D Shape Retrieval and Deformation Mikaela Angelina Uy Vladimir G. Kim Minhyuk Sung Noam Aigerman S. Chaudhuri Leonidas Guibas 3DPC 3DV 100 49 0 19 Jan 2021
Deep Generative Model for Efficient 3D Airfoil Parameterization and Generation Wei Chen Arun Ramamurthy 76 25 0 07 Jan 2021
DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation Spaces Minhyuk Sung Zhenyu Jiang Panos Achlioptas Niloy J. Mitra Leonidas Guibas 3DPC 67 9 0 03 Sep 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 88 72 0 07 Jul 2020
MetaSDF: Meta-learning Signed Distance Functions Vincent Sitzmann E. R. Chan Richard Tucker Noah Snavely Gordon Wetzstein 67 251 0 17 Jun 2020
3D Reconstruction of Novel Object Shapes from Single Images Anh Thai Stefan Stojanov V. Upadhya James M. Rehg 3DV 197 30 0 14 Jun 2020
Equivariant Neural Rendering Emilien Dupont Miguel Angel Bautista Alex Colburn Aditya Sankar Carlos Guestrin J. Susskind Qi Shan 3DH 102 64 0 13 Jun 2020
MeshODE: A Robust and Scalable Framework for Mesh Deformation Jingwei Huang C. Jiang Baiqiang Leng Bin Wang Leonidas Guibas 24 7 0 23 May 2020
Deformation-Aware 3D Model Embedding and Retrieval Mikaela Angelina Uy Jingwei Huang Minhyuk Sung Tolga Birdal Leonidas Guibas 3DPC 51 41 0 02 Apr 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 102 32 0 06 Mar 2020
Neural Cages for Detail-Preserving 3D Deformations Yifan Wang Noam Aigerman Vladimir G. Kim S. Chaudhuri O. Sorkine-Hornung 3DH 127 141 0 13 Dec 2019
StructEdit: Learning Structural Shape Variations Kaichun Mo Paul Guerrero L. Yi Hao Su Peter Wonka Niloy Mitra Leonidas Guibas 3DPC 66 45 0 25 Nov 2019
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes Rundi Wu Yixin Zhuang Kai Xu Hao Zhang Baoquan Chen 3DPC 3DV 111 169 0 25 Nov 2019
SDM-NET: Deep Generative Network for Structured Deformable Mesh Lin Gao Jie Yang Tong Wu Yu-Jie Yuan Hongbo Fu Yu-Kun Lai Hao Zhang 3DV 86 197 0 13 Aug 2019
DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning Proxies Soshi Shimada Vladislav Golyanik E. Tretschk D. Stricker Christian Theobalt 3DPC 79 24 0 24 Jul 2019
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network Yifan Wang Z. Zhong Jing Hua 63 54 0 22 Jul 2019
Learning Structural Graph Layouts and 3D Shapes for Long Span Bridges 3D Reconstruction Fangqiao Hu Jin Zhao Yong Huang Hui Li 3DV 57 7 0 08 Jul 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 65 75 0 16 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 70 352 0 15 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 189 1,283 0 04 Jun 2019
DEMEA: Deep Mesh Autoencoders for Non-Rigidly Deforming Objects E. Tretschk A. Tewari Michael Zollhöfer Vladislav Golyanik Christian Theobalt AI4CE 3DV 87 42 0 24 May 2019
Transformable Bottleneck Networks Kyle Olszewski Sergey Tulyakov Oliver J. Woodford Hao Li Linjie Luo 78 77 0 13 Apr 2019
3DN: 3D Deformation Network Weiyue Wang Duygu Ceylan R. Měch Ulrich Neumann 3DPC 76 128 0 08 Mar 2019
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects Edward James Smith Scott Fujimoto Adriana Romero David Meger 67 91 0 31 Jan 2019
DeepVoxels: Learning Persistent 3D Feature Embeddings Vincent Sitzmann Justus Thies Felix Heide Matthias Nießner Gordon Wetzstein Michael Zollhöfer SSL 3DPC MDE 179 669 0 03 Dec 2018
PointGrow: Autoregressively Learned Point Cloud Generation with Self-Attention Yongbin Sun Yue Wang Ziwei Liu J. Siegel Sanjay E. Sarma 3DPC 85 196 0 12 Oct 2018